Parkland Trauma Index of Mortality (PTIM): Real-time Predictive Model for PolyTrauma Patients.
Adam J. StarrManjula JulkaArun NethiJohn D. WatkinsRyan W. FairchildMichael W. CrippsDustin RinehartHayden N. BoxPublished in: CoRR (2020)
Keyphrases
- predictive model
- real time
- vital signs
- historical data
- intensive care
- traumatic brain injury
- decision trees
- artificial neural networks
- predictive analytics
- neural network
- prediction model
- classification models
- early diagnosis
- control system
- health monitoring
- semi supervised
- feature extraction
- continuous monitoring
- genetic algorithm
- data sets